Extending Amdahl’s Law for Heterogeneous Multicore Processor with Consideration of the Overhead of Data Preparation


We tend to extend Amdahl's law by considering the overhead of information preparation (ODP) for multicore systems, and apply it to 3 “traditional” multicore system scenarios (homogeneous symmetric multicore, uneven multicore, and dynamic multicore) and 2 new scenarios (heterogeneous CPU-GPU multicore and dynamic CPU-GPU multicore). It demonstrates that potential innovations in heterogeneous system design are indispensable to decrease ODP.

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